Open source · live builds

Things I'm building

Side projects where I get to chase whatever's pulling at me, calibrated forecasting across basketball, football and motorsport, and NLP on song lyrics. Every prediction project is scored against a real benchmark rather than against itself. Stars and forks come live from GitHub, on the repos that have them.

Featured · live build

MotorsportVerse

A unified, open-source motorsport AI ecosystem — a monorepo with a shared ML and data core powering sport-specific race-prediction projects across Formula 1, Formula 2 and beyond, each calibrated and graded against real race results

TypeScriptgithub

Visit the live site

Hardwood — NBA Predictor

Calibrated NBA game and season forecasting scored against the closing line. A margin/total model over 31,844 games since 2004, benchmarked on 14,600 priced games, with season projections, a value surface and a playoff-series layer

Pythongithub

Live site

Pitchverse — Soccer Predictor

Calibrated football forecasting across nine leagues and fourteen knockout competitions: match probabilities, season projections, a model-vs-market value surface and tournament brackets, every claim scored against closing odds

Pythongithub

Live site

Song Lyric Analyzer

A minimalist web app that reads song lyrics and surfaces mood, vibe and emotional insight. Built with Next.js, TypeScript and Tailwind CSS

TypeScriptgithub

Live site